Alperen Demirci, Ezel Bayraktar,
Bora Dere, Erkut Erdem, Aykut Erdem. "When
the Right Answer Is Missing: Probing Hallucination
in Medical Reasoning Models via NOTA Evaluation",
CVPR 2026 Workshop on Medical Reasoning with Vision
Language Foundation Models (Med-Reasoner), Denver,
Colorado, US, 2026.
2025
Zaina Abushaban, Salih Eren Yüzbaşıoğlu,
Selma Dilek, Suleyman Tosun. "Optimizing Deep
Learning Models for Ophthalmic Disease Detection on
Resource-Constrained Devices", 2025 7th
International Congress on Human-Computer
Interaction, Optimization and Robotic Applications
(ICHORA), Ankara, Turkiye, 2025.
2024
Nafiseh Jabbari Tofighi, M. Hedi Elfkir,
Nevrez Imamoglu, Cagri Ozcinar, Aykut Erdem, Erkut
Erdem. "image quality assessment with local–global
vision transformers", Image and Vision Computing,
Vol. 148, 105151, August 2024
2023
Nafiseh Tofighi, M. Hedi Elfkir, Nevrez
Imamoglu, Cagri Ozcinar, Erkut Erdem, Aykut Erdem.
"ST360IQ: No-Reference Omnidirectional Image Quality
Assessment with Spherical Vision Transformers", 2023
IEEE International Conference on Acoustics, Speech,
and Signal Processing (ICASSP 2023), Rhodes Island,
Greece, June 2023.
2022
Beyza Cevik, Nur Altiparmak, Murat Aksu,
Sevil Sen. "Lib2Desc: automatic generation of
security-centric Android app descriptions using
third-party libraries", International Journal of
Information Security, Vol. 21, No. 5, pp. 1107-1124,
August 2022.
Tayfun Ates, Muhammed Samil Atesoglu,
Cagatay Yigit, Ilker Kesen, Mert Kobas, Erkut
Erdem, Aykut Erdem, Tilbe Goksun, Deniz Yuret.
"CRAFT: A Benchmark for Causal Reasoning About
Forces and inTeractions", Findings of ACL, Dublin,
Ireland, May 2022.
2021
Mert Cokelek, Nevrez Imamoglu, Cagri Ozcinar,
Erkut Erdem, Aykut Erdem. "Leveraging Frequency
Based Salient Spatial Sound Localization to Improve
360° Video Saliency Prediction", The 17th
International Conference on Machine Vision
Applications (MVA 2021), Nagoya, Japan, July 2021.
Ozan Caglayan, Menekse Kuyu,
Mustafa Sercan Amac, Pranava Madhyastha,
Erkut Erdem, Aykut Erdem, Lucia Specia.
"Cross-lingual Visual Pre-training for Multimodal
Machine Translation", The 16th Conference of the
European Chapter of the Association for
Computational Linguistics (EACL 2021), April 2021.
2020
Tayfun Ates, Muhammed Samil Atesoglu,
Cagatay Yigit, Ilker Kesen, Mert Kobas, Erkut
Erdem, Aykut Erdem, Tilbe Goksun, Deniz Yuret.
"CRAFT: A Benchmark for Causal Reasoning About
Forces and inTeractions", 2nd Workshop on Shared
Visual Representations in Human and Machine
Intelligence (SVRHM 2020) at 34th Conference on
Neural Information Processing Systems (NeurIPS
2020), December 2020.
2019
Taha Sevim, Muhammet Selcuk Guvel,
Lale Ozkahya. "A Fast Counting Method for 6-motifs
with Low Connectivity", Mathematical Aspects of
Computer and Information Sciences, Gebze-Istanbul,
November 2019
Mustafa Sercan Amac, Semih Yagcioglu, Aykut
Erdem, Erkut Erdem. "Procedural Reasoning Networks
for Understanding Multimodal Procedures", The SIGNLL
Conference on Computational Natural Language
Learning (CoNLL 2019), Hong Kong, November 2019
Yunus Emre Ozkose, Bora Celikkale, Aykut
Erdem, Erkut Erdem. "Diverse Neural Photo Album
Summarization", International Conference on Image
Processing Theory, Tools and Applications (IPTA),
Istanbul, Turkey, November 2019
2018
Şükriye Açar, Füsun Balamir, Büşra Günay, Elifnaz
Taçkın, Dilan Yılmazer, Burçin Akın, Aydın Güven
Aslangören, Mervan Savğa, Umut Tüken.
"Investigating the Effectiveness of Virtual Reality
Scenarios Related to Contamination Anxiety", 11th
International Congress and 16th National of Clinical
Psychology, 25-28 October 2018, Granada (Spain)
Menekse Kuyu, Aykut Erdem, Erkut Erdem.
Altsözcük Öğeleri ile Türkçe Görüntü Altyazılama
(Image Captioning in Turkish using Subword Units).
26. IEEE Sinyal İşleme ve İletişim Uygulamaları
Kurultayı (SİU 2018), Çeşme, Türkiye, 2018.
Cem Aslan and Hayati Ibis, Visible Crowds:
Procedural Production of Urban Crowds with
Automatically Generated Dense Annotations (Advisors:
Ufuk Celikcan, Aykut Erdem, Erkut Erdem),
TUBİTAK 2242 Undergraduate Students' Software
Project Competition, Virtual Reality Category, Third Prize, November 2017.